/tmp/ipykernel_4830/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
RDF/XML Syntax 29 Turtle 27 unknown 2 OWL Functional Syntax 1 OWL/XML Syntax 1 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 57 | 5616.166667 | 20080.715489 | 0.0 | 159.00 | 645.0 | 2246.25 | 124680.0 |
| Declaration | 57 | 1081.766667 | 3227.585120 | 0.0 | 87.00 | 295.0 | 848.25 | 22818.0 |
| SubClassOf | 55 | 1361.783333 | 4366.135432 | 0.0 | 20.75 | 224.0 | 878.00 | 24611.0 |
| ObjectPropertyRange | 51 | 34.116667 | 36.311782 | 0.0 | 11.50 | 25.0 | 44.00 | 150.0 |
| ObjectPropertyDomain | 50 | 32.050000 | 36.060413 | 0.0 | 8.00 | 22.0 | 42.00 | 148.0 |
| DataPropertyRange | 46 | 12.400000 | 18.227563 | 0.0 | 1.00 | 5.0 | 17.00 | 97.0 |
| SubObjectPropertyOf | 44 | 45.316667 | 64.507913 | 0.0 | 0.00 | 16.0 | 58.50 | 282.0 |
| InverseObjectProperties | 42 | 12.300000 | 25.744705 | 0.0 | 0.00 | 2.0 | 11.75 | 126.0 |
| DataPropertyDomain | 41 | 12.350000 | 32.169480 | 0.0 | 0.00 | 2.0 | 8.75 | 235.0 |
| ClassAssertion | 38 | 122.450000 | 368.047364 | 0.0 | 0.00 | 2.5 | 22.25 | 1952.0 |
| DisjointClasses | 38 | 224.150000 | 1583.366889 | 0.0 | 0.00 | 2.5 | 20.25 | 12277.0 |
| EquivalentClasses | 34 | 146.933333 | 793.627306 | 0.0 | 0.00 | 2.5 | 61.25 | 6154.0 |
| SubDataPropertyOf | 30 | 6.466667 | 11.607225 | 0.0 | 0.00 | 0.5 | 10.00 | 63.0 |
| TransitiveObjectProperty | 29 | 3.666667 | 6.379699 | 0.0 | 0.00 | 0.0 | 5.00 | 30.0 |
| SubAnnotationPropertyOf | 27 | 11.566667 | 32.974241 | 0.0 | 0.00 | 0.0 | 8.50 | 228.0 |
| FunctionalObjectProperty | 25 | 2.466667 | 4.135283 | 0.0 | 0.00 | 0.0 | 4.00 | 17.0 |
| FunctionalDataProperty | 23 | 1.666667 | 3.934492 | 0.0 | 0.00 | 0.0 | 2.00 | 22.0 |
| InverseFunctionalObjectProperty | 21 | 1.616667 | 3.081336 | 0.0 | 0.00 | 0.0 | 1.00 | 12.0 |
| SymmetricObjectProperty | 20 | 2.933333 | 6.100477 | 0.0 | 0.00 | 0.0 | 2.50 | 35.0 |
| IrrefexiveObjectProperty | 19 | 2.883333 | 6.095543 | 0.0 | 0.00 | 0.0 | 1.00 | 24.0 |
| AnnotationPropertyRangeOf | 19 | 5.333333 | 18.224278 | 0.0 | 0.00 | 0.0 | 1.25 | 134.0 |
| AsymmetricObjectProperty | 17 | 2.516667 | 5.481840 | 0.0 | 0.00 | 0.0 | 1.00 | 20.0 |
| ObjectPropertyAssertion | 16 | 249.866667 | 1344.521961 | 0.0 | 0.00 | 0.0 | 2.00 | 10226.0 |
| DataPropertyAssertion | 14 | 103.983333 | 491.992093 | 0.0 | 0.00 | 0.0 | 0.00 | 3617.0 |
| DisjointUnion | 12 | 5.316667 | 16.965060 | 0.0 | 0.00 | 0.0 | 0.00 | 116.0 |
| SubPropertyChainOf | 10 | 3.016667 | 15.732393 | 0.0 | 0.00 | 0.0 | 0.00 | 120.0 |
| AnnotationPropertyDomain | 8 | 0.233333 | 0.851055 | 0.0 | 0.00 | 0.0 | 0.00 | 6.0 |
| EquivalentObjectProperties | 7 | 1.100000 | 4.870179 | 0.0 | 0.00 | 0.0 | 0.00 | 36.0 |
| DifferentIndividuals | 6 | 0.316667 | 1.157022 | 0.0 | 0.00 | 0.0 | 0.00 | 6.0 |
| DisjointObjectProperties | 6 | 0.383333 | 1.563261 | 0.0 | 0.00 | 0.0 | 0.00 | 10.0 |
| ReflexiveObjectProperty | 6 | 0.133333 | 0.468198 | 0.0 | 0.00 | 0.0 | 0.00 | 3.0 |
| SameIndividual | 3 | 0.516667 | 2.507559 | 0.0 | 0.00 | 0.0 | 0.00 | 17.0 |
| Rule | 3 | 0.633333 | 3.439386 | 0.0 | 0.00 | 0.0 | 0.00 | 25.0 |
| EquivalentDataProperties | 3 | 0.316667 | 1.512565 | 0.0 | 0.00 | 0.0 | 0.00 | 10.0 |
| NegativeObjectPropertyAssertion | 2 | 0.033333 | 0.181020 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| DatatypeDefinition | 2 | 0.333333 | 2.454098 | 0.0 | 0.00 | 0.0 | 0.00 | 19.0 |
| DisjointDataProperties | 1 | 0.033333 | 0.258199 | 0.0 | 0.00 | 0.0 | 0.00 | 2.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 58 | 4755.250000 | 13949.051494 | 0.0 | 164.0 | 930.5 | 2579.00 | 78659.0 |
| ObjectUnionOf | 40 | 13.900000 | 21.432353 | 0.0 | 0.0 | 4.5 | 13.25 | 88.0 |
| ObjectAllValuesFrom | 35 | 26.483333 | 59.367140 | 0.0 | 0.0 | 4.0 | 32.75 | 400.0 |
| ObjectSomeValuesFrom | 32 | 387.266667 | 2150.442563 | 0.0 | 0.0 | 2.5 | 85.50 | 16630.0 |
| ObjectExactCardinality | 28 | 5.466667 | 16.400152 | 0.0 | 0.0 | 0.0 | 4.25 | 115.0 |
| ObjectIntersectionOf | 28 | 132.550000 | 804.112152 | 0.0 | 0.0 | 0.0 | 17.50 | 6224.0 |
| DataExactCardinality | 23 | 2.466667 | 4.232508 | 0.0 | 0.0 | 0.0 | 3.25 | 18.0 |
| DataAllValuesFrom | 18 | 1.050000 | 2.061964 | 0.0 | 0.0 | 0.0 | 1.25 | 9.0 |
| DataHasValue | 17 | 26.666667 | 75.334658 | 0.0 | 0.0 | 0.0 | 3.25 | 494.0 |
| ObjectComplementOf | 15 | 4.816667 | 23.307445 | 0.0 | 0.0 | 0.0 | 0.25 | 179.0 |
| ObjectHasValue | 14 | 8.883333 | 32.085211 | 0.0 | 0.0 | 0.0 | 0.00 | 189.0 |
| DataSomeValuesFrom | 14 | 1.350000 | 3.271992 | 0.0 | 0.0 | 0.0 | 0.00 | 17.0 |
| ObjectMinCardinality | 13 | 1.416667 | 4.243806 | 0.0 | 0.0 | 0.0 | 0.00 | 28.0 |
| ObjectOneOf | 11 | 12.450000 | 53.343284 | 0.0 | 0.0 | 0.0 | 0.00 | 272.0 |
| ObjectMaxCardinality | 10 | 15.716667 | 115.379711 | 0.0 | 0.0 | 0.0 | 0.00 | 894.0 |
| DataMaxCardinality | 6 | 1.700000 | 8.287831 | 0.0 | 0.0 | 0.0 | 0.00 | 61.0 |
| DataMinCardinality | 4 | 0.283333 | 1.814178 | 0.0 | 0.0 | 0.0 | 0.00 | 14.0 |
| ObjectHasSelf | 1 | 0.016667 | 0.129099 | 0.0 | 0.0 | 0.0 | 0.00 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 17 | FOAF | 0.350 | 0.333 | 0.367 |
| 35 | PATO | 0.345 | 0.556 | 0.133 |
| 30 | OBO | 0.335 | 0.571 | 0.100 |
| 37 | PROVO | 0.310 | 0.504 | 0.117 |
| 19 | IAO | 0.300 | 0.600 | 0.000 |
| 22 | MDO | 0.285 | 0.571 | 0.000 |
| 0 | AMONTOLOGY | 0.285 | 0.571 | 0.000 |
| 31 | OEO | 0.285 | 0.571 | 0.000 |
| 49 | enanomapper | 0.285 | 0.571 | 0.000 |
| 13 | EMMO_crystallography | 0.275 | 0.549 | 0.000 |
| 4 | CHAMEO | 0.275 | 0.549 | 0.000 |
| 38 | QUDT | 0.275 | 0.549 | 0.000 |
| 8 | EMMO | 0.275 | 0.549 | 0.000 |
| 15 | EMMO_mechanical_testing | 0.264 | 0.527 | 0.000 |
| 11 | EMMO_Datamodel | 0.264 | 0.527 | 0.000 |
| 2 | BWMD-MID | 0.252 | 0.504 | 0.000 |
| 41 | SEMMD | 0.252 | 0.504 | 0.000 |
| 3 | CCO | 0.252 | 0.504 | 0.000 |
| 12 | EMMO_atomistic | 0.252 | 0.504 | 0.000 |
| 1 | BWMD-DOMAIN | 0.252 | 0.504 | 0.000 |
| 14 | EMMO_mappings | 0.252 | 0.504 | 0.000 |
| 50 | m4i | 0.241 | 0.482 | 0.000 |
| 40 | SAREF | 0.241 | 0.482 | 0.000 |
| 16 | EMMO_microstructure | 0.234 | 0.467 | 0.000 |
| 43 | SO | 0.234 | 0.467 | 0.000 |
| 27 | NPO | 0.234 | 0.467 | 0.000 |
| 32 | OM | 0.234 | 0.467 | 0.000 |
| 46 | UO | 0.234 | 0.467 | 0.000 |
| 6 | DEB | 0.234 | 0.467 | 0.000 |
| 44 | SP | 0.234 | 0.467 | 0.000 |
| 21 | MAMBO | 0.234 | 0.467 | 0.000 |
| 26 | MaterialsMine | 0.222 | 0.444 | 0.000 |
| 53 | mvc | 0.222 | 0.444 | 0.000 |
| 5 | CIF | 0.222 | 0.444 | 0.000 |
| 55 | nfdicore | 0.222 | 0.444 | 0.000 |
| 7 | DISO | 0.222 | 0.444 | 0.000 |
| 29 | OA | 0.222 | 0.444 | 0.000 |
| 36 | PMD | 0.222 | 0.444 | 0.000 |
| 51 | mat | 0.222 | 0.444 | 0.000 |
| 24 | MSEO | 0.222 | 0.444 | 0.000 |
| 28 | NanoMine | 0.222 | 0.444 | 0.000 |
| 18 | GPO | 0.222 | 0.444 | 0.000 |
| 25 | MatOnto | 0.222 | 0.444 | 0.000 |
| 20 | LPBFO | 0.219 | 0.438 | 0.000 |
| 23 | MOL_TENSILE | 0.208 | 0.416 | 0.000 |
| 47 | WILD | 0.200 | 0.400 | 0.000 |
| 34 | P-Plan | 0.200 | 0.400 | 0.000 |
| 58 | periodictable | 0.200 | 0.400 | 0.000 |
| 42 | SKOS_MDO | 0.200 | 0.400 | 0.000 |
| 57 | opmw | 0.200 | 0.400 | 0.000 |
| 48 | bmo | 0.189 | 0.378 | 0.000 |
| 45 | SSN | 0.189 | 0.378 | 0.000 |
| 33 | OSMO | 0.189 | 0.378 | 0.000 |
| 54 | mwo | 0.189 | 0.378 | 0.000 |
| 52 | matinfo | 0.167 | 0.333 | 0.000 |
| 39 | QUDV | 0.167 | 0.333 | 0.000 |
| 59 | ssos | 0.155 | 0.311 | 0.000 |
| 56 | ontorule | 0.155 | 0.311 | 0.000 |
| 9 | EMMO_BVC | 0.000 | 0.000 | 0.000 |
| 10 | EMMO_BattINFO | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 60.0 | 0.229417 | 0.060127 | 0.0 | 0.206 | 0.2340 | 0.255 | 0.350 |
| score_dash | 60.0 | 0.446733 | 0.109065 | 0.0 | 0.400 | 0.4555 | 0.504 | 0.600 |
| score_impact | 60.0 | 0.011950 | 0.053282 | 0.0 | 0.000 | 0.0000 | 0.000 | 0.367 |